AI Optimization
Not every underperforming AI system needs to be rebuilt. Many need tighter prompts, better model selection, cleaner workflow design, and more visibility. Herb focuses on practical improvements that increase reliability, speed, and business value.
| Goal | What optimization targets |
|---|---|
| Lower cost | Reduce wasteful calls, oversized models, and unnecessary workflow steps. |
| Better consistency | Tighten prompt structure, routing, and operational guardrails. |
| Faster workflows | Remove friction, redundant handoffs, and weak transitions. |
| Stronger trust | Improve observability and confidence in outputs across real use cases. |